Quantifying urbanization
Urbanization is a foundational aspect of understanding the human condition, and has been a focus of economic, social, and development study for many years. This code repository is meant to centralize many of the urban analytics performed by the World Bank's Global Operational Support Team (GOST) in support of World Bank Group operations. There are numerous code examples in the notebooks folder including both tutorials and records of project implementations.
This repo includes a GitHub Pages and a Wiki for the documentation.
Installation
From PyPI
GOSTurban is available on PyPI and can installed using pip:
pip install GOSTurban
From Source
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Clone or download this repository to your local machine. Then, navigate to the root directory of the repository:
git clone https://github.com/worldbank/GOSTurban.git cd GOSTurban
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Create a virtual environment (optional but recommended):
python3 -m venv venv source venv/bin/activate # On Windows, use `venv\Scripts\activate`
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Install the package with dependencies:
pip install .
Developer Installation
Install the package in editable mode with all of the dependencies needed to run the tests and build the documentation locally:
pip install -e .[dev]
The -e flag stands for "editable," meaning changes to the source code will immediately affect the installed package.
License
This project is licensed under the MIT - see the LICENSE file for details.
2 maintainers
Metadata
2 maintainers
Release files for GOSTurban 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| gosturban-1.0.0.tar.gz | 15.7 MB | With provenance | Details for gosturban-1.0.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| gosturban-1.0.0-py3-none-any.whl | Python 3 | none | any | Details for gosturban-1.0.0-py3-none-any.whl |
Total release size: 15.7 MB
Release files / gosturban-1.0.0.tar.gz
| Download URL | gosturban-1.0.0.tar.gz |
|---|---|
| Size | 15.7 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Yes |
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Signed by GitHub Actions, verified by PyPI on Dec 19, 2025.
Transparency logRelease files / gosturban-1.0.0-py3-none-any.whl
| Download URL | gosturban-1.0.0-py3-none-any.whl |
|---|---|
| Size | 11.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Dec 19, 2025.
Transparency logSecurity for GOSTurban 1.0.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for gosturban-1.0.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Dec 19, 2025.
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